PythonKazi

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support vector machine classifier

Zdravei Radoslav, Tursq si web developer na Python sus slednite sposobnosti: *Legacy Django (<1.2) project needing brushing up to 1.4/1.5. Deep knowledge of Django/Python best practices. Skills: - Python (4 years) - Django (2 years) - SQL & Django-South (2 years) Dobro zaplashtane. Svurji se ako si zainteresovan. Inna Amesheva

Radimo na ravoju Booking Engine-a za avio kompanije. Potrebna nam je pomoc da bi smo dovrsili projekat.

AI Image Generation Automation MVP ## 1. Project Goal Build a scalable AI image generation progran using AdsPower, Playwright, and Supabase. ## 2. Tech Stack & Constraints - **Frontend/UI:** 14+ (App Router), Tailwind CSS. - **Backend/Database:** Supabase (Auth, Database, Storage). - **Automation:** Python/Node.js Playwright + AdsPower Local API. - **Anti-Detection:** Mandatory use of `playwright-stealth` and `ghost-cursor`. - **Target Platforms:** Google ImageFX, Adobe Firefly, Groq, etc. ## 3. Core Functional Requirements (Must-Have) ### A. Worker & Queue System (The Engine) - **Batch Processing:** Ability to process 400+ prompts in a single session. - **Sequence Indexing:** Every generated file must be named with a leading index (e.g., ``, ``)

...Anforderungen (Skills): GCP Expertise: Tiefgreifende Erfahrung mit der Google Cloud Platform (Zertifizierungen wie Professional Cloud Architect oder ML Engineer bevorzugt). Vertex AI Stack: Sicherer Umgang mit Vertex AI Studio, Agent Builder und Generative AI App Builder. Integration: Erfahrung mit REST APIs, JSON und der Dokumentation von OpenAPI-Schnittstellen. Coding: Fundierte Kenntnisse in Python für Cloud Functions oder Datenvorbereitung. Analytisches Denken: Fähigkeit, komplexe Business-Logiken in technische KI-Workflows zu übersetzen....

Headline: Looking for a professional Telegram Automation Expert for a high-intensity mar...CSV report after each batch, including: Recipient Username/ID, Status (Sent/Failed), and Timestamp. Message Content: The message will be a mix of text and an optional link/image (provided by me). You should use Spintax (text rotation) to avoid detection. Selection Criteria: Please start your bid with the word "PIPPIN" so I know you read the requirements. Mention what software/scripts you use (Python/Telethon/Pyrogram or custom). Confirm if you provide the accounts or if I need to provide them (Preferably you provide). Share a screenshot of a previous "Success Report" if possible. Payment: Milestones will be released ONLY upon verification of the Success Report and vi...

I need a clean, well-documented Python module that hooks into the official Upstox SDK and gives me one-call access to full trading execution. The code must let me place Market, Limit and Stop orders programmatically, then track and manage those positions with built-in risk controls—Stop-loss, Take-profit and Trailing-stop—triggered server-side whenever possible. My current environment already runs on Python 3.10, so your solution should slot straight in with minimal external dependencies beyond the Upstox client library. Real-time price or account feeds are handled elsewhere; your focus is the execution and risk layer only. Deliverables • A single importable Python package (PEP-8 compliant) that   – Authenticates with Upstox via API ke...

We are developing a next-generation AI-powered SEO SaaS platform that combine...content analysis and ranking prediction features Developing a technical SEO crawler and reporting engine Setting up user authentication, role management, and subscription billing Deploying and configuring the platform on cloud infrastructure (AWS or DigitalOcean preferred) Required Skills & Experience Proven experience building SaaS platforms from scratch Strong backend development skills (Python with FastAPI or Node.js) Frontend expertise in React or Experience with PostgreSQL or similar relational databases API integration experience (third-party APIs, scalable architecture) Experience integrating AI APIs (OpenAI or similar) Experience building analytics dashboards and data-driven appli...

...Dashboard We need a simple web dashboard showing: Total emails received Assigned tasks Pending tasks Overdue tasks Response time per employee Escalation history 5. Security Requirements System must not send emails outside company domain without approval All actions must be logged Role-based access control Director-level override access Preferred Technical Stack (Open to Suggestions) Python / Node.js backend Google Workspace API (Gmail API) WhatsApp Business API Database (PostgreSQL / MySQL) Web dashboard (React or simple UI framework) Hosted on secure cloud server Additional Features (Bonus) CRM creation from enquiry emails Daily performance report (auto email summary) Exportable data reports AI-based priority detection Developer Requirements Proven expe...

...person fits my criteria. 3. Qualified leads are shown my real-time calendar, pick a slot, and receive confirmation plus reminders. Unqualified leads are thanked and redirected. 4. All conversations, scores, and bookings should be logged in my CRM, and I need a simple dashboard to tweak the questions or scoring rules. Feel free to use the stack you’re most productive with—Zapier, Make, n8n, custom Python, a fine-tuned GPT endpoint, Calendly, Google Calendar, HubSpot, or similar—as long as the result is reliable, fully automated, and easy for me to edit later. Acceptance criteria • Leads are qualified automatically with no manual intervention. • Only qualified contacts can reach the booking page. • Bookings appear instantly in my Google Calend...

I need an experienced developer to code an algorithmic trading strategy for Forex on Interactive Brokers. Key requirements: - Experience with Forex trading - Proficiency in coding for Interactive Brokers - Knowledge of algorithmic trading strategies Ideal skills and experience: - Background in finance and trading - Strong programming skills (Python, Java, or C++) - Familiarity with trading platforms and APIs Please provide relevant work samples and experience.

...fuller capabilities such as data encryption and advanced authentication. I’m offering true co-founder equity rather than a contractor fee, so I need a senior expert who can own the entire technical stack from Day 1, move fast, and help shape product-market fit. You’ll choose the architecture, assemble the initial codebase, and have freedom over tools—whether that’s AWS, Azure, GCP, Kubernetes, Python, Go, or whatever you believe will let us ship reliably and scale inside the UAE. The immediate goal is to ship an investor-ready MVP as soon as possible. Once in market, we’ll leverage the Hub71 network for pilots and seed funding, so your work will be on display from day one. Deliverables (MVP phase) • End-to-end platform blueprint and tech stac...

...information to sequence footage intelligently. • Implement automated video generation logic—transitions, basic trimming, and soundtrack alignment—so the user can go from assets to finished output with minimal clicks. • Include real-time or near-real-time preview plus the option for manual tweaks (simple timeline edits, text overlays, color adjustments). • Deliver clean, well-commented code—Python preferred—with clear instructions for installing dependencies (OpenCV, PyTorch/TensorFlow, FFmpeg, or any libraries you choose). • Provide a short demo video and sample input–output files showing the system working end-to-end. Acceptance criteria 1. Feed the system a folder of mixed MP4 clips and JPG/PNG images; receive a coher...

Freelance AI & Predictive Maintenance Expert (Vibration Analysis) We are looking for a specialized Data Scientist or AI Engineer to develop a Predictive Maintenance solution for a critical production line. The project involves analyzing vibration data from ...and anomaly detection. Signal Processing: Apply signal processing techniques to distinguish between operational noise and actual mechanical degradation. Validation: Evaluate model performance using precision/recall metrics focused on reducing false positives in a factory setting. Required Qualifications Proven track record in Predictive Maintenance (PdM) or Industrial AI. Deep expertise in Python (Pandas, Scikit-learn, SciPy, or Signal Processing libraries). Strong experience in Time-Series Analysis and vibration-base...

...modular Python system that: Parses structured GC-MS peak lists (CSV/Excel, sometimes PDF reports). Performs CAS-based compound normalization and matching. Handles retention time alignment. Applies weighted similarity scoring with marker compound prioritization. Uses paired historical datasets (Recipe % ↔ GC-MS area %) to statistically estimate response factors. Generates optimized formulation trials under strict constraints: Sum = 100% Ingredient min/max limits Regularization to prevent micro-dosing overfitting Performs residual minimization after re-analysis. Supports iterative refinement (Trial-1 → Trial-2 → Trial-3 loop). This is an inverse analytical modeling engine, not a surface-level similarity system. Mandatory Requirements (No Exceptions) You...

...dashboard. The focus of this project is minimizing latency between signal generation and order execution while maintaining regulatory compliance (Order-to-Trade Ratio constraints). The developer must understand low-level performance optimization, concurrency architecture, and Linux system behavior. Core Technical Requirements Python Version (Mandatory) The engine must use: Python 3.13 Free-Threaded build (3.13t) NOT standard Python 3.10–3.12 Reason: Standard Python uses the Global Interpreter Lock (GIL), which blocks true parallelism. In low-latency systems, a 1–2ms delay caused by GIL contention is unacceptable. Multi-Core Architecture with CPU Core Pinning The engine must: Assign specific modules to specific CPU cores Use os.sched_se...

...original, royalty-free tracks and need a specialist who can take me from concept to finished files. The brief is intentionally open: I will decide on mood, length and style once I hear what the underlying model can do, so you should be comfortable iterating and refining until the sound feels right. You may work with Magenta, Jukebox, Riffusion, Stable Audio, or your own custom pipeline built in Python with TensorFlow or PyTorch—whatever you already master is fine as long as the final music is uniquely mine and cleared for unrestricted use. A light touch with mixing and mastering is appreciated; I’m after polished stems I can drop straight into video projects or streaming platforms. Deliverables • 3 fully produced tracks (WAV & MP3) • Source project o...

Objective Build a stable, production-ready Python-based trading bot that: Connects to Kite API Executes rule-based ETF trades Implements strict risk management Runs on VPS (24/7 optional) Logs all trades and errors Has basic dashboard or whatsapp alerts Technical Requirements Python 3 kiteconnect library WebSocket live data Modular code structure Error handling Daily access token auto generation Clean documentation Deployment Deploy on: AWS / DigitalOcean / Indian VPS Must include: Setup guide Backup instructions Logging system Phase 2 Dashboard (Streamlit) Backtesting engine Capital allocation logic Multi-strategy switch WhatsApp / Telegram trade alerts Performance analytics Deliverables Fully working source code Setup documentation 2 weeks support after delivery Strate...

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...send stored test data (20 rows of 15 thermocouple values) to a PC and provide a Python script to plot these curves in real-time. Technical Requirements • Expertise: Deep knowledge of ATSAMD21 peripherals and ARM Cortex-M0+ architecture. • Architecture: Proven experience in designing modular, scalable Embedded C++ (No Arduino framework unless strictly necessary). • Communication: Ability to explain technical setup steps to a non-expert and document a clear serial protocol. • Tools: Proficiency in Microchip Studio, Python (for plotting), and serial terminal software like Tera Term. Deliverables • Fully configured local development and debugging environment. • Modular SAMD21 source code (Clean, commented C++). • Python plotting scri...

We are building an AI-powered HR platform and are looking for an experienced full stack developer to help design, develop, and iterate on core features. Your responsibilities will include: Implementing frontend and... Requirements: Strong experience with JavaScript/TypeScript and modern frontend frameworks Solid backend experience with Node.js (or similar) and REST APIs Experience working with AI/ML services, libraries, or APIs Good communication, clean code practices, and ability to work in an agile environment Nice to have: Experience in HR, HRTech, or similar SaaS platforms Experience with Python-based AI/ML stacks This is an hourly position (USD 2–8/hr depending on experience) for an initial 1–3 month period, with the possibility of extension for th...

I have a raw customer dataset and need a clear, reliable descriptive analysis that turns those rows and columns into actionable facts. The goal is to understand what is happening right now inside the customer base—basic profiles, usage statistics, purchase frequencies, average order values, geographic spreads, and any other high-level patterns hiding in plain sight. You may work in Excel, Python (pandas, matplotlib, seaborn), R, or a BI tool such as Tableau or Power BI; choose whichever environment lets you move fastest while keeping results transparent and reproducible. Deliverables • A cleaned, well-documented version of the original customer data • A concise report (PDF or notebook) explaining methods and key descriptive findings • Clear visualisation...

I have a raw customer dataset and need a clear, reliable descriptive analysis that turns those rows and columns into actionable facts. The goal is to understand what is happening right now inside the customer base—basic profiles, usage statistics, purchase frequencies, average order values, geographic spreads, and any other high-level patterns hiding in plain sight. You may work in Excel, Python (pandas, matplotlib, seaborn), R, or a BI tool such as Tableau or Power BI; choose whichever environment lets you move fastest while keeping results transparent and reproducible. Deliverables • A cleaned, well-documented version of the original customer data • A concise report (PDF or notebook) explaining methods and key descriptive findings • Clear visualisation...

Python Developer – GC-MS Data Analysis & Automated Flavor Recipe Generation System Project Overview We are a flavor manufacturing company developing an internal AI-driven GC-MS automation system. The goal of this project is to: Process GC-MS peak data Match peaks with compound libraries Identify possible natural/synthetic sources Detect marker compounds Estimate ingredient combinations Automatically generate optimized trial recipes (normalized to 100%) This is NOT a simple chatbot or automation project. This is a scientific data processing and algorithm development project. Responsibilities Parse GC-MS peak lists (CSV / Excel exports) Implement compound matching logic (CAS-based matching) Normalize peak area percentages Develop similarity scoring algorithms...

...hashtagged posts into a simple feed on the dashboard and giving admins one-click sharing of top volunteer highlights back to Instagram. OAuth-based sign-in is fine; no need for Facebook or Twitter right now. • Admin view: exportable CSV of logged hours plus a concise summary panel showing totals by volunteer and by week. Tech preferences Open to JavaScript (React/, Node, Express) or Python (FastAPI, Django) as long as the code is clean, commented, and easy to extend later for volunteer registration or event management modules. Deliverable A deploy-ready codebase (Git repo) with clear setup instructions and a short Loom walkthrough demonstrating: 1. A volunteer adding, editing, and deleting time entries. 2. The dashboard visualising cumulative hours. 3. Live Ins...

...Time). • Include basic validation (range checks, missing values). 2. Backend API • Python + FastAPI (or equivalent). • Receives uploaded file → returns structured JSON. • Optional: store results in Postgres or SQLite. 3. Frontend Dashboard • React.js / dashboard. • Table + line charts of vitals. • Alert panel for out-of-range values. • Patient info card: Name, ID, Date. 4. Upload Interface • Web upload form (drag & drop or file select). • Trigger OCR → dashboard update. 5. Demo-Ready Hosting • Hosted on AWS EC2/S3 (or equivalent). • Fully clickable end-to-end flow: upload → extract → dashboard → alerts. ⸻ Tech Stack (Suggested) • OCR: AWS Textract / Tesseract / OpenCV...

Throughout this semester I will be submitting weekly homework problems that touch on core computer-science topics—mainly programming fundamentals, classic and advanced algorithms, and data-structure design and analysis. Every task is written for Python, so clear, idiomatic code and the ability to explain your approach in that language are essential. Typical homework sets range from short coding snippets to multi-function scripts that must run cleanly from the command line. Beyond simply providing a working solution, I need concise inline comments and a brief write-up that outlines the algorithmic choices and Big-O reasoning so I can learn from the submission. Deliverables for each assignment • A .py file (or files) that executes without external dependencies beyond th...

...CSV files peppered with free-text notes, JSON logs, or mixed-format exports from third-party tools. Core objectives • Parse and normalise those semi-structured sources. • Automate the data-entry and clean-up pipeline so I never touch a spreadsheet again. • Run exploratory and descriptive analysis, then surface results through concise reports or dashboards. I am language-agnostic, but Python with libraries such as Pandas, spaCy, or LangChain would fit well; feel free to propose alternatives if they serve the same purpose. Everything should live in a well-organised GitHub repo, complete with clear commit history and a README that lets me spin the agents up in minutes. Deliverables • Fully functional agent code in GitHub • Setup instructions a...

...Create and manage a structured database - Maintain current design (or improve if needed) - Ensure responsive design (mobile + tablet friendly) - Optimize for performance and fast loading speed - Advanced SEO structure implementation - Admin panel for content management (if possible) Preferred Technologies (Open to Suggestions): - Frontend: HTML5, CSS3, JavaScript (React) - Backend: PHP / Node.js / Python / Django (open for discussion) - Database: MySQL / PostgreSQL - Hosting deployment support required Developer Requirements: - Strong experience in full-stack development - Experience in WordPress to custom migration - Clean and scalable code structure - Good communication skills - Ability to deliver within deadline Please share: - Your portfolio - Similar projects you have c...

We are looking for a skilled financial data analyst with strong experi...markets • Collaborate continuously with our team to improve content and service quality Requirements: • Proven experience in financial data analysis and stock markets • Strong understanding of equities and market behavior • Ability to produce professional financial reports and insights • Ability to simplify complex financial concepts into clear content • Proficiency in tools such as Excel, Python, or similar is a plus • Providing previous work samples or portfolio is required to be considered Job Type: Ongoing and long-term collaboration based on performance and quality Goal: To build a professional financial analysis and educational content service within a growing ...

...schedule (daily / weekly) or on demand Technical considerations (open to suggestions): Python, JavaScript, or similar GIS / map data handling (ArcGIS, Leaflet, Mapbox, etc.) CAPTCHA / rate-limit safe approach (no black-hat methods) Clean, maintainable code with documentation Please provide: Estimated cost Timeline Relevant past experience or examples Any assumptions or limitations (data availability, map restrictions, etc.) This is for legitimate research and business intelligence purposes using publicly available data. • api first data collection from official government sources wherever available • for maps without APIs, compliant data extraction + gis parsing (arcgis/mapbox formats) • python handles data fetching + normalization • google...

...across sites, and a snapshot of the most recent user reviews. To keep the file actionable, I’d like each row to represent one product and each data group in its own column (for example: “Site”, “Product name”, “Specs”, “Price”, “Review rating”, “Review text”, “Timestamp”). The workbook should be ready for pivot-table analysis the moment I open it. You are free to choose the underlying stack—Python with Scrapy, Selenium, Playwright, or a headless browser combo is fine—as long as it runs reliably on a standard Windows machine and can be scheduled to refresh on demand. Graceful handling of site-specific anti-bot measures and captchas is essential. Acceptance criteria &bul...

... -Background Thread to talk to Python. Background Thread Logic to talk to Python, The FIFO Buffer Strategy The Python Bridge. I have the C++ Bridge Logic. Developer Implementation Details 1. The "FIFO" Buffer (First-In, First-Out)In C++, you cannot simply stop the audio clock. The developer must implement a FIFO Buffer. This collects the "dry" audio chunks from the DAW and holds them until the Python engine is ready to swallow the whole file. 2. Communication ProtocolFor the "Hybrid" version, the developer has two choices for how C++ talks to Python:File-Based (Easier): C++ writes $rightarrow$ Python processes $rightarrow$ C++ reads out.wav.Socket-Based (Pro): C++ sends raw audio bytes over a local network socket (...

I have a raw sales dataset and I want a clear, story-driven descriptive analysis that highlights how my revenue is trending, who is buying, and how each product is performing. You will start by cleaning and structuring the file, then explore it with whichever tools you prefer—Excel, SQL, Python (Pandas, Matplotlib, Seaborn) or a BI platform such as Power BI or Tableau—as long as the final insights are easy for a non-technical stakeholder like me to grasp. Statistical jargon is fine in the notebook or appendix, but the main findings need plain-English explanations. Deliverables I expect: • A short written report (PDF or slide deck) summarising revenue trends, customer demographics and product performance, supported by clear charts. • A reproducible worki...

...sentence. • Text-to-speech: feed that sentence to Piper so the Pi replies aloud. • Dual output: show the same advice on an attached display (HDMI or Pi-TFT) while it’s spoken. Extra touches that would be nice if time allows—basic small talk so the interaction feels natural, plus a modular command structure so I can bolt on more intents later. Environment & access • Raspberry Pi OS 64-bit, Python is preferred but I’m open to C++, Rust or whatever you’re fastest with. • I’ll grant you remote SSH the moment we agree. • System must boot into the voice service automatically and keep everything offline after initial package installs. Deliverables 1. Clean, commented source code and requirements file. 2. Syste...

...filters for the highest-probability spreads before committing capital. The application must stream data with minimal latency, place and manage orders end-to-end, and keep me fully informed through a clean analytics dashboard showing live PnL, historical performance, and risk metrics. Flexibility to plug in additional exchanges later is important, so please structure the code modularly (I’m fine with Python + CCXT, asyncio, pandas, TensorFlow/​PyTorch, or any comparable stack you prefer). Deliverables • Fully documented source code and requirements file • Exchange connectors with configurable API keys and fee settings • AI/ML module that ranks opportunities and adapts to changing market conditions • Automated trading engine with position sizing,...

I need a robust Python function that can log in to a password-protected site, navigate to a given page, locate the primary table, and convert it into a clean Pandas DataFrame before writing the result to CSV. The same function must work on each URL I provide, and ideally on any future page built on the same template, so please keep the approach modular and scalable. Because the pages sit behind authentication, the username and password can be hard-coded directly in the script; no interactive prompts or external files are necessary this time. Anti-blocking tactics (session persistence, realistic headers, controlled request pacing, etc.) are mandatory—I want to be able to run the notebook repeatedly without getting shut out. Deliverables • A Jupyter notebook (.ipynb) co...

...worksheet that walks me from a blank machine to a working demo. My main pain-point is model selection and setup, so the document has to name the exact models, versions, weights and repos you recommend (Stable Diffusion / Stable Video Diffusion or similar on the visual side, plus an open-source TTS or voice-cloning stack). Everything must run on a local Linux server with an NVIDIA GPU, CUDA and Python—no external SaaS calls. Please include any build flags, environment variables, VRAM tips and latency-saving tricks that actually matter in practice, and show how to wire the video and audio streams together so that a single text prompt (or incoming audio) yields a synchronised clip in real time. If Docker or ComfyUI speeds things up, note that too, but keep the whole proc...

We wanna create a private server for an MMORPG game and are wanna develop python client. The original game client is written in python and protected by CheatBlocker. The goal of this job is to reverse-engineer the client’s network layer to handle the handshake and encryption protocols. The game utilizes a hybrid encryption scheme: TEA for decryption and 3DES for encryption. We need a specialist to bridge the communication between our custom Python client and the game server. This project is strictly for private server development and protocol documentation. What We Need Protocol Analysis: Analyze the game client EXE using IDA Pro to locate the packet encryption and decryption routines. Handshake Reversal: Identify the logic behind the initial handshake proces...

I’m looking to replace a tedious manual copy-paste process with a reliable workflow that pulls data directly from a set of public websites and feeds it into my spreadsheet every day. I already know the exact pages and the fields I need; what I need from you is an automated solution—ideally a clean, well-commented script in Python using libraries you feel are best suited (Scrapy, BeautifulSoup, Selenium, or a combination). The final output should be a structured CSV (or Google Sheet via API) that mirrors my current column layout so I can slot it straight into existing reports without any reformatting. The script must run unattended on Windows, handle occasional site layout changes gracefully, and log any rows it can’t capture so I can review them later. A quick REA...

...dashboards or logs so I can see volumes, sources, and basic performance stats in real time Once this core is humming, we will expand to automated email sequences, follow-up logic, AI-driven cold-calling that routes live prospects, and any revenue-positive side gigs the model can handle. For now, show me the working pipeline, walk me through the code, and prove the leads are real and contactable. Python, LangChain, vector databases, or your preferred stack are fine as long as they remain license-free and easy to maintain. I’ll supply access credentials, sample data, and compliance guidelines the moment we kick off. Acceptance criteria: the system must deliver a batch of fresh, validated leads and document the exact steps so I can rerun or scale it independently. I will p...

...the eye, logically ordered, and free of design elements that might trip automated parsers—yet still feel fresh and engaging to a hiring manager. Context • I’m a final-year Computer Science student with no professional experience beyond class assignments and capstone work. • Target audience: recruiters screening candidates for web-development internships. • Core skills that need prominence: Python, HTML, CSS, basic Java, basic SQL, and general web-development know-how. What you’ll receive from me Personal and contact details, education history, a concise list of skills, and short write-ups of my key academic projects. Your task Craft an ATS-optimized résumé in professional English, trimmed to a single page, and deliver ...

...about ₹100 per position into roughly ₹300. The core pairs I want you to trade are BTC/ETH, BTC/USD, and ETH/USD. If you spot a compelling edge in a different pair, feel free to propose it—my risk tolerance is flexible as long as the path to tripling the capital makes sense. Tell me, in plain terms, the strategy you’ll follow, the exchange and tools you prefer (e.g., Binance, Bybit, TradingView, Python bots, etc.), and how you’ll keep me in the loop on entries, exits, and portfolio status. I’m open to conservative, balanced, or aggressive tactics if the reasoning is clear and the numbers add up. Deliverables • An upfront plan outlining indicators, position sizing, and the target timeline to reach the 3× goal. • A verifiable log of ...

...- Automate first-line support processes - Improve conversion rates through AI-driven workflows - Reduce manual admin across internal operations Typical Projects: - AI outbound calling or messaging agents - Lead scoring and follow-up automation - Support ticket triage and auto-responses - Internal AI assistants for staff Technical Stack: (flexible) You can recommend the right tools, such as: - Python - OpenAI or other LLM APIs - Automation tools (Zapier, Make, etc.) - CRM integrations (HubSpot or similar) The key requirement is real-world deployment and measurable results. What We Need From You: Please include - - Examples of AI or automation projects you’ve built - Links, demos, or short case studies - Brief explanation of the results achieved Initial Deliverables: - H...

...pick up work on-site, in the office, or in the field without friction. Autonomy is non-negotiable: the system should make decisions on its own—select suppliers, adjust schedules, reallocate crews—while still logging its rationale for audit and compliance. Human review will be optional, not required, so the underlying models need to be explainable and defensible. Typical toolkit ideas include Python or TypeScript micro-services, TensorFlow / PyTorch for the learning layer, and Flutter, React Native, or Electron for the clients, but I am open to alternative stacks so long as you justify them against scalability, maintainability, and speed to market. Deliverables I expect: 1. End-to-end architecture diagram and tech stack proposal 2. MVP with trained models, responsiv...

...multi-objective algorithm (NSGA-II, SPEA2 or a comparable approach), coding the optimiser, integrating it with a 3D CAD model, running simulations, and interpreting the results for discussion and publication. I am comfortable with SolidWorks and Creo for modelling and would like the optimisation routine written in MATLAB or Python so the university can reproduce the study without extra licences. Deliverables • Parametric CAD model ready for optimisation • Well-commented MATLAB or Python code implementing the chosen multi-objective algorithm • Simulation or FEM setup showing baseline vs optimised design performance • A concise technical report (5–6k words) covering methodology, results, sensitivity analysis and future work recommendations ...

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...serves clean structured responses to our web and mobile applications. We also need lightweight SDKs (JavaScript + Python) so third-party developers can easily integrate with our API. What You'll Build REST API Server Node.js + Express backend with 10-15 endpoints Redis caching layer to manage rate limits and performance PostgreSQL database for user data and configurations WebSocket support for real-time data streaming Error handling with fallbacks (if one source is down, serve cached data) Deploy on with auto-deploy from GitHub JavaScript SDK npm package that wraps all API endpoints into clean one-liner methods Full documentation with examples Publish to npm Python SDK pip package that wraps all API endpoints Full documentation with examples Publish to PyPI Req...